Dataset statistics
| Number of variables | 20 |
|---|---|
| Number of observations | 1947 |
| Missing cells | 2219 |
| Missing cells (%) | 5.7% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 319.4 KiB |
| Average record size in memory | 168.0 B |
Variable types
| Text | 2 |
|---|---|
| Numeric | 18 |
Total Agri Production is highly overall correlated with GDP(1000 USD) and 3 other fields | High correlation |
GDP(1000 USD) is highly overall correlated with Total Agri Production and 7 other fields | High correlation |
GDP per capita is highly overall correlated with GDP(1000 USD) and 6 other fields | High correlation |
No of frost days is highly overall correlated with Avg temperature and 1 other fields | High correlation |
Avg temperature is highly overall correlated with No of frost days and 2 other fields | High correlation |
Gross enrolment ratio, primary to tertiary, both sexes (%) is highly overall correlated with GDP(1000 USD) and 6 other fields | High correlation |
Area is highly overall correlated with Total Agri Production and 2 other fields | High correlation |
Population is highly overall correlated with Total Agri Production and 3 other fields | High correlation |
Fertilizer Use Per Area is highly overall correlated with GDP(1000 USD) and 3 other fields | High correlation |
Fertilizer Use Per Capita is highly overall correlated with GDP(1000 USD) and 5 other fields | High correlation |
Credit to Agriculture is highly overall correlated with Total Agri Production and 4 other fields | High correlation |
Agriculture share of Government Expenditure is highly overall correlated with GDP per capita and 1 other fields | High correlation |
Water Use Efficiency is highly overall correlated with GDP per capita | High correlation |
Gini coefficient is highly overall correlated with No of frost days and 1 other fields | High correlation |
Agri_Prod_Per_Capita is highly overall correlated with GDP(1000 USD) and 3 other fields | High correlation |
Credit to Agriculture has 1341 (68.9%) missing values | Missing |
FDI inflows to Agriculture has 498 (25.6%) missing values | Missing |
Agriculture share of Government Expenditure has 113 (5.8%) missing values | Missing |
Water Use Efficiency has 57 (2.9%) missing values | Missing |
Gini coefficient has 210 (10.8%) missing values | Missing |
Total Agri Production has unique values | Unique |
GDP(1000 USD) has unique values | Unique |
GDP per capita has unique values | Unique |
Population has unique values | Unique |
Agri_Prod_Per_Capita has unique values | Unique |
No of frost days has 740 (38.0%) zeros | Zeros |
Water Use Efficiency has 66 (3.4%) zeros | Zeros |
Reproduction
| Analysis started | 2023-12-13 21:15:02.672065 |
|---|---|
| Analysis finished | 2023-12-13 21:15:37.638126 |
| Duration | 34.97 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
Country
Text
| Distinct | 126 |
|---|---|
| Distinct (%) | 6.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 30.4 KiB |
Length
| Max length | 24 |
|---|---|
| Median length | 18 |
| Mean length | 7.5711351 |
| Min length | 4 |
Characters and Unicode
| Total characters | 14741 |
|---|---|
| Distinct characters | 50 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | 0.2% |
Sample
| 1st row | Albania |
|---|---|
| 2nd row | Albania |
| 3rd row | Albania |
| 4th row | Albania |
| 5th row | Albania |
| Value | Count | Frequency (%) |
| indonesia | 28 | 1.3% |
| france | 28 | 1.3% |
| finland | 28 | 1.3% |
| sweden | 28 | 1.3% |
| spain | 28 | 1.3% |
| norway | 28 | 1.3% |
| italy | 28 | 1.3% |
| cyprus | 27 | 1.3% |
| switzerland | 27 | 1.3% |
| slovenia | 27 | 1.3% |
| Other values (131) | 1856 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 2483 | |
| i | 1324 | 9.0% |
| n | 1176 | 8.0% |
| e | 967 | 6.6% |
| r | 942 | 6.4% |
| o | 733 | 5.0% |
| l | 712 | 4.8% |
| u | 585 | 4.0% |
| t | 495 | 3.4% |
| d | 477 | 3.2% |
| Other values (40) | 4847 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 12422 | |
| Uppercase Letter | 2129 | 14.4% |
| Space Separator | 186 | 1.3% |
| Dash Punctuation | 4 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 2483 | |
| i | 1324 | |
| n | 1176 | |
| e | 967 | 7.8% |
| r | 942 | 7.6% |
| o | 733 | 5.9% |
| l | 712 | 5.7% |
| u | 585 | 4.7% |
| t | 495 | 4.0% |
| d | 477 | 3.8% |
| Other values (16) | 2528 |
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 234 | |
| S | 206 | 9.7% |
| B | 194 | 9.1% |
| C | 185 | 8.7% |
| I | 154 | 7.2% |
| A | 143 | 6.7% |
| P | 136 | 6.4% |
| N | 119 | 5.6% |
| G | 106 | 5.0% |
| F | 103 | 4.8% |
| Other values (12) | 549 |
Space Separator
| Value | Count | Frequency (%) |
| 186 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 4 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 14551 | |
| Common | 190 | 1.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 2483 | |
| i | 1324 | 9.1% |
| n | 1176 | 8.1% |
| e | 967 | 6.6% |
| r | 942 | 6.5% |
| o | 733 | 5.0% |
| l | 712 | 4.9% |
| u | 585 | 4.0% |
| t | 495 | 3.4% |
| d | 477 | 3.3% |
| Other values (38) | 4657 |
Common
| Value | Count | Frequency (%) |
| 186 | ||
| - | 4 | 2.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 14741 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 2483 | |
| i | 1324 | 9.0% |
| n | 1176 | 8.0% |
| e | 967 | 6.6% |
| r | 942 | 6.4% |
| o | 733 | 5.0% |
| l | 712 | 4.8% |
| u | 585 | 4.0% |
| t | 495 | 3.4% |
| d | 477 | 3.2% |
| Other values (40) | 4847 |
Year
Real number (ℝ)
| Distinct | 29 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2005.5172 |
| Minimum | 1991 |
|---|---|
| Maximum | 2019 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 30.4 KiB |
Quantile statistics
| Minimum | 1991 |
|---|---|
| 5-th percentile | 1992 |
| Q1 | 1999 |
| median | 2006 |
| Q3 | 2012 |
| 95-th percentile | 2017 |
| Maximum | 2019 |
| Range | 28 |
| Interquartile range (IQR) | 13 |
Descriptive statistics
| Standard deviation | 7.9921652 |
|---|---|
| Coefficient of variation (CV) | 0.0039850893 |
| Kurtosis | -1.106318 |
| Mean | 2005.5172 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | -0.15736562 |
| Sum | 3904742 |
| Variance | 63.874704 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2011 | 81 | 4.2% |
| 2010 | 80 | 4.1% |
| 2005 | 79 | 4.1% |
| 2017 | 78 | 4.0% |
| 2015 | 77 | 4.0% |
| 2012 | 77 | 4.0% |
| 2009 | 77 | 4.0% |
| 2014 | 76 | 3.9% |
| 2008 | 76 | 3.9% |
| 2006 | 75 | 3.9% |
| Other values (19) | 1171 |
| Value | Count | Frequency (%) |
| 1991 | 59 | |
| 1992 | 54 | |
| 1993 | 61 | |
| 1994 | 62 | |
| 1995 | 62 | |
| 1996 | 61 | |
| 1997 | 40 | |
| 1998 | 47 | |
| 1999 | 68 | |
| 2000 | 64 |
| Value | Count | Frequency (%) |
| 2019 | 23 | 1.2% |
| 2018 | 68 | |
| 2017 | 78 | |
| 2016 | 75 | |
| 2015 | 77 | |
| 2014 | 76 | |
| 2013 | 72 | |
| 2012 | 77 | |
| 2011 | 81 | |
| 2010 | 80 |
Total Agri Production
Real number (ℝ)
HIGH CORRELATION  UNIQUE 
| Distinct | 1947 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 44875692 |
| Minimum | 296 |
|---|---|
| Maximum | 3.5353873 × 109 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 30.4 KiB |
Quantile statistics
| Minimum | 296 |
|---|---|
| 5-th percentile | 184524.8 |
| Q1 | 1712568 |
| median | 7002967 |
| Q3 | 21676264 |
| 95-th percentile | 1.078384 × 108 |
| Maximum | 3.5353873 × 109 |
| Range | 3.535387 × 109 |
| Interquartile range (IQR) | 19963696 |
Descriptive statistics
| Standard deviation | 2.2379089 × 108 |
|---|---|
| Coefficient of variation (CV) | 4.9869067 |
| Kurtosis | 129.77568 |
| Mean | 44875692 |
| Median Absolute Deviation (MAD) | 5982424 |
| Skewness | 10.838162 |
| Sum | 8.7372971 × 1010 |
| Variance | 5.0082361 × 1016 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1885819 | 1 | 0.1% |
| 5977448 | 1 | 0.1% |
| 5998273 | 1 | 0.1% |
| 6076422 | 1 | 0.1% |
| 5401121 | 1 | 0.1% |
| 5561801 | 1 | 0.1% |
| 5029095 | 1 | 0.1% |
| 4729117 | 1 | 0.1% |
| 4501672 | 1 | 0.1% |
| 4417239 | 1 | 0.1% |
| Other values (1937) | 1937 |
| Value | Count | Frequency (%) |
| 296 | 1 | |
| 361 | 1 | |
| 12531 | 1 | |
| 15465 | 1 | |
| 16208 | 1 | |
| 16648 | 1 | |
| 18165 | 1 | |
| 18564 | 1 | |
| 20884 | 1 | |
| 21415 | 1 |
| Value | Count | Frequency (%) |
| 3535387313 | 1 | |
| 2925750697 | 1 | |
| 2841977977 | 1 | |
| 2840032663 | 1 | |
| 2835023231 | 1 | |
| 2775716224 | 1 | |
| 2766587295 | 1 | |
| 2662942827 | 1 | |
| 2619834639 | 1 | |
| 2032418918 | 1 |
GDP(1000 USD)
Real number (ℝ)
HIGH CORRELATION  UNIQUE 
| Distinct | 1947 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.0685466 × 108 |
| Minimum | 586795.63 |
|---|---|
| Maximum | 1.4698222 × 1010 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 30.4 KiB |
Quantile statistics
| Minimum | 586795.63 |
|---|---|
| 5-th percentile | 1818154.8 |
| Q1 | 9697771.5 |
| median | 46658765 |
| Q3 | 2.3972704 × 108 |
| 95-th percentile | 1.4710856 × 109 |
| Maximum | 1.4698222 × 1010 |
| Range | 1.4697635 × 1010 |
| Interquartile range (IQR) | 2.3002927 × 108 |
Descriptive statistics
| Standard deviation | 9.4354267 × 108 |
|---|---|
| Coefficient of variation (CV) | 3.0748846 |
| Kurtosis | 107.61935 |
| Mean | 3.0685466 × 108 |
| Median Absolute Deviation (MAD) | 43341446 |
| Skewness | 9.0549583 |
| Sum | 5.9744603 × 1011 |
| Variance | 8.9027277 × 1017 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1700439.125 | 1 | 0.1% |
| 8542083.076 | 1 | 0.1% |
| 6640050.345 | 1 | 0.1% |
| 5979106.917 | 1 | 0.1% |
| 5890906.18 | 1 | 0.1% |
| 5730380.115 | 1 | 0.1% |
| 4713497.173 | 1 | 0.1% |
| 4534418.924 | 1 | 0.1% |
| 4330701.346 | 1 | 0.1% |
| 3787172.382 | 1 | 0.1% |
| Other values (1937) | 1937 |
| Value | Count | Frequency (%) |
| 586795.628 | 1 | |
| 591839.46 | 1 | |
| 628101.556 | 1 | |
| 639723.72 | 1 | |
| 654572.445 | 1 | |
| 662345.748 | 1 | |
| 679885.548 | 1 | |
| 706370.812 | 1 | |
| 726881.639 | 1 | |
| 729321.669 | 1 |
| Value | Count | Frequency (%) |
| 1.469822224 × 1010 | 1 | |
| 1.431192091 × 1010 | 1 | |
| 1.270220398 × 1010 | 1 | |
| 1.159924424 × 1010 | 1 | |
| 1.141600351 × 1010 | 1 | |
| 1.08219859 × 1010 | 1 | |
| 9897700345 | 1 | |
| 8838004954 | 1 | |
| 7836902033 | 1 | |
| 6344068421 | 1 |
GDP per capita
Real number (ℝ)
HIGH CORRELATION  UNIQUE 
| Distinct | 1947 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13792.068 |
| Minimum | 94.466448 |
|---|---|
| Maximum | 119940.37 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 30.4 KiB |
Quantile statistics
| Minimum | 94.466448 |
|---|---|
| 5-th percentile | 331.62174 |
| Q1 | 1541.1599 |
| median | 5359.2391 |
| Q3 | 19019.03 |
| 95-th percentile | 52633.895 |
| Maximum | 119940.37 |
| Range | 119845.9 |
| Interquartile range (IQR) | 17477.87 |
Descriptive statistics
| Standard deviation | 18754.519 |
|---|---|
| Coefficient of variation (CV) | 1.3598047 |
| Kurtosis | 5.5135113 |
| Mean | 13792.068 |
| Median Absolute Deviation (MAD) | 4757.7823 |
| Skewness | 2.1882247 |
| Sum | 26853157 |
| Variance | 3.51732 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 515.173587 | 1 | 0.1% |
| 422.642863 | 1 | 0.1% |
| 258.539662 | 1 | 0.1% |
| 236.028142 | 1 | 0.1% |
| 236.051027 | 1 | 0.1% |
| 233.326416 | 1 | 0.1% |
| 206.877791 | 1 | 0.1% |
| 203.286386 | 1 | 0.1% |
| 198.703869 | 1 | 0.1% |
| 178.074409 | 1 | 0.1% |
| Other values (1937) | 1937 |
| Value | Count | Frequency (%) |
| 94.466448 | 1 | |
| 95.482892 | 1 | |
| 102.439454 | 1 | |
| 108.213069 | 1 | |
| 112.611423 | 1 | |
| 115.381036 | 1 | |
| 115.54302 | 1 | |
| 119.796791 | 1 | |
| 128.505986 | 1 | |
| 131.94554 | 1 |
| Value | Count | Frequency (%) |
| 119940.3682 | 1 | |
| 116793.6197 | 1 | |
| 112667.7211 | 1 | |
| 110752.3473 | 1 | |
| 110203.0082 | 1 | |
| 106581.887 | 1 | |
| 105455.8957 | 1 | |
| 102892.2834 | 1 | |
| 101514.3718 | 1 | |
| 100590.9564 | 1 |
Country_Code
Text
| Distinct | 126 |
|---|---|
| Distinct (%) | 6.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 30.4 KiB |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 5841 |
|---|---|
| Distinct characters | 26 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | 0.2% |
Sample
| 1st row | ALB |
|---|---|
| 2nd row | ALB |
| 3rd row | ALB |
| 4th row | ALB |
| 5th row | ALB |
| Value | Count | Frequency (%) |
| idn | 28 | 1.4% |
| swe | 28 | 1.4% |
| nor | 28 | 1.4% |
| esp | 28 | 1.4% |
| ita | 28 | 1.4% |
| fin | 28 | 1.4% |
| reu | 28 | 1.4% |
| alb | 27 | 1.4% |
| mex | 27 | 1.4% |
| prt | 27 | 1.4% |
| Other values (116) | 1670 |
Most occurring characters
| Value | Count | Frequency (%) |
| R | 552 | 9.5% |
| N | 449 | 7.7% |
| A | 446 | 7.6% |
| L | 402 | 6.9% |
| S | 324 | 5.5% |
| E | 317 | 5.4% |
| T | 312 | 5.3% |
| M | 299 | 5.1% |
| U | 286 | 4.9% |
| I | 270 | 4.6% |
| Other values (16) | 2184 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 5841 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| R | 552 | 9.5% |
| N | 449 | 7.7% |
| A | 446 | 7.6% |
| L | 402 | 6.9% |
| S | 324 | 5.5% |
| E | 317 | 5.4% |
| T | 312 | 5.3% |
| M | 299 | 5.1% |
| U | 286 | 4.9% |
| I | 270 | 4.6% |
| Other values (16) | 2184 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 5841 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| R | 552 | 9.5% |
| N | 449 | 7.7% |
| A | 446 | 7.6% |
| L | 402 | 6.9% |
| S | 324 | 5.5% |
| E | 317 | 5.4% |
| T | 312 | 5.3% |
| M | 299 | 5.1% |
| U | 286 | 4.9% |
| I | 270 | 4.6% |
| Other values (16) | 2184 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5841 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| R | 552 | 9.5% |
| N | 449 | 7.7% |
| A | 446 | 7.6% |
| L | 402 | 6.9% |
| S | 324 | 5.5% |
| E | 317 | 5.4% |
| T | 312 | 5.3% |
| M | 299 | 5.1% |
| U | 286 | 4.9% |
| I | 270 | 4.6% |
| Other values (16) | 2184 |
No of frost days
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 814 |
|---|---|
| Distinct (%) | 41.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.3223986 |
| Minimum | 0 |
|---|---|
| Maximum | 20.21 |
| Zeros | 740 |
| Zeros (%) | 38.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 30.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.89 |
| Q3 | 7.805 |
| 95-th percentile | 15.945 |
| Maximum | 20.21 |
| Range | 20.21 |
| Interquartile range (IQR) | 7.805 |
Descriptive statistics
| Standard deviation | 5.5455188 |
|---|---|
| Coefficient of variation (CV) | 1.2829726 |
| Kurtosis | 0.086561791 |
| Mean | 4.3223986 |
| Median Absolute Deviation (MAD) | 0.89 |
| Skewness | 1.1123251 |
| Sum | 8415.71 |
| Variance | 30.752778 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 740 | |
| 0.01 | 22 | 1.1% |
| 0.02 | 14 | 0.7% |
| 0.07 | 12 | 0.6% |
| 0.04 | 10 | 0.5% |
| 0.05 | 9 | 0.5% |
| 0.13 | 7 | 0.4% |
| 0.12 | 6 | 0.3% |
| 0.21 | 5 | 0.3% |
| 0.11 | 5 | 0.3% |
| Other values (804) | 1117 |
| Value | Count | Frequency (%) |
| 0 | 740 | |
| 0.01 | 22 | 1.1% |
| 0.02 | 14 | 0.7% |
| 0.03 | 4 | 0.2% |
| 0.04 | 10 | 0.5% |
| 0.05 | 9 | 0.5% |
| 0.06 | 5 | 0.3% |
| 0.07 | 12 | 0.6% |
| 0.08 | 5 | 0.3% |
| 0.09 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 20.21 | 2 | |
| 20.04 | 1 | |
| 19.79 | 1 | |
| 19.77 | 1 | |
| 19.76 | 1 | |
| 19.74 | 1 | |
| 19.66 | 2 | |
| 19.58 | 1 | |
| 19.54 | 1 | |
| 19.48 | 1 |
Precipitation
Real number (ℝ)
| Distinct | 1844 |
|---|---|
| Distinct (%) | 94.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 92.388665 |
| Minimum | 0.85 |
|---|---|
| Maximum | 335.77 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 30.4 KiB |
Quantile statistics
| Minimum | 0.85 |
|---|---|
| 5-th percentile | 9.578 |
| Q1 | 52.85 |
| median | 75.34 |
| Q3 | 118.42 |
| 95-th percentile | 248.644 |
| Maximum | 335.77 |
| Range | 334.92 |
| Interquartile range (IQR) | 65.57 |
Descriptive statistics
| Standard deviation | 64.82247 |
|---|---|
| Coefficient of variation (CV) | 0.70162795 |
| Kurtosis | 1.7183209 |
| Mean | 92.388665 |
| Median Absolute Deviation (MAD) | 32.05 |
| Skewness | 1.3192265 |
| Sum | 179880.73 |
| Variance | 4201.9526 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 100.39 | 3 | 0.2% |
| 66.85 | 3 | 0.2% |
| 49.89 | 2 | 0.1% |
| 151.24 | 2 | 0.1% |
| 66.57 | 2 | 0.1% |
| 44.36 | 2 | 0.1% |
| 46.35 | 2 | 0.1% |
| 126.71 | 2 | 0.1% |
| 158.55 | 2 | 0.1% |
| 62.18 | 2 | 0.1% |
| Other values (1834) | 1925 |
| Value | Count | Frequency (%) |
| 0.85 | 1 | |
| 1.47 | 1 | |
| 1.78 | 1 | |
| 1.93 | 1 | |
| 2.21 | 1 | |
| 2.34 | 1 | |
| 2.93 | 1 | |
| 2.94 | 1 | |
| 3.12 | 1 | |
| 3.3 | 1 |
| Value | Count | Frequency (%) |
| 335.77 | 1 | |
| 325.68 | 1 | |
| 318.52 | 1 | |
| 313.86 | 1 | |
| 309.09 | 1 | |
| 308.63 | 1 | |
| 306.84 | 1 | |
| 306.06 | 1 | |
| 305.58 | 1 | |
| 303.97 | 1 |
Avg temperature
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 1359 |
|---|---|
| Distinct (%) | 69.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.400077 |
| Minimum | -4.96 |
|---|---|
| Maximum | 29.78 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 52 |
| Negative (%) | 2.7% |
| Memory size | 30.4 KiB |
Quantile statistics
| Minimum | -4.96 |
|---|---|
| 5-th percentile | 1.97 |
| Q1 | 9.34 |
| median | 18.34 |
| Q3 | 24.615 |
| 95-th percentile | 27.607 |
| Maximum | 29.78 |
| Range | 34.74 |
| Interquartile range (IQR) | 15.275 |
Descriptive statistics
| Standard deviation | 8.6651123 |
|---|---|
| Coefficient of variation (CV) | 0.52835802 |
| Kurtosis | -1.0314779 |
| Mean | 16.400077 |
| Median Absolute Deviation (MAD) | 7.42 |
| Skewness | -0.3306468 |
| Sum | 31930.95 |
| Variance | 75.084171 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 20.37 | 7 | 0.4% |
| 25.17 | 6 | 0.3% |
| 23.98 | 6 | 0.3% |
| 26.5 | 5 | 0.3% |
| 20.81 | 5 | 0.3% |
| 25.95 | 5 | 0.3% |
| 23.62 | 5 | 0.3% |
| 12.55 | 4 | 0.2% |
| 25.82 | 4 | 0.2% |
| 7.42 | 4 | 0.2% |
| Other values (1349) | 1896 |
| Value | Count | Frequency (%) |
| -4.96 | 1 | |
| -4.88 | 1 | |
| -4.79 | 1 | |
| -4.4 | 1 | |
| -4.38 | 1 | |
| -4.36 | 1 | |
| -4.35 | 1 | |
| -4.34 | 1 | |
| -4.33 | 1 | |
| -4.26 | 1 |
| Value | Count | Frequency (%) |
| 29.78 | 1 | |
| 29.29 | 2 | |
| 29.14 | 1 | |
| 29.11 | 1 | |
| 29.09 | 1 | |
| 29.08 | 1 | |
| 29.06 | 1 | |
| 29.02 | 1 | |
| 29 | 1 | |
| 28.99 | 1 |
Gross enrolment ratio, primary to tertiary, both sexes (%)
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 1946 |
|---|---|
| Distinct (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 76.874749 |
| Minimum | 13.86884 |
|---|---|
| Maximum | 133.05758 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 30.4 KiB |
Quantile statistics
| Minimum | 13.86884 |
|---|---|
| 5-th percentile | 42.561947 |
| Q1 | 67.29152 |
| median | 77.84823 |
| Q3 | 89.868985 |
| 95-th percentile | 101.82071 |
| Maximum | 133.05758 |
| Range | 119.18874 |
| Interquartile range (IQR) | 22.577465 |
Descriptive statistics
| Standard deviation | 18.34336 |
|---|---|
| Coefficient of variation (CV) | 0.2386136 |
| Kurtosis | 0.7030922 |
| Mean | 76.874749 |
| Median Absolute Deviation (MAD) | 11.35819 |
| Skewness | -0.61375974 |
| Sum | 149675.14 |
| Variance | 336.47887 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 96.28946 | 2 | 0.1% |
| 61.45394 | 1 | 0.1% |
| 59.4382 | 1 | 0.1% |
| 59.69782 | 1 | 0.1% |
| 55.74447 | 1 | 0.1% |
| 56.83317 | 1 | 0.1% |
| 60.95266 | 1 | 0.1% |
| 58.42994 | 1 | 0.1% |
| 58.16263 | 1 | 0.1% |
| 58.05668 | 1 | 0.1% |
| Other values (1936) | 1936 |
| Value | Count | Frequency (%) |
| 13.86884 | 1 | |
| 14.54958 | 1 | |
| 14.7984 | 1 | |
| 15.68368 | 1 | |
| 16.44042 | 1 | |
| 16.733 | 1 | |
| 17.16467 | 1 | |
| 17.20653 | 1 | |
| 17.80632 | 1 | |
| 18.42457 | 1 |
| Value | Count | Frequency (%) |
| 133.05758 | 1 | |
| 131.17207 | 1 | |
| 126.40767 | 1 | |
| 119.79754 | 1 | |
| 118.66204 | 1 | |
| 118.17177 | 1 | |
| 118.03144 | 1 | |
| 117.94248 | 1 | |
| 117.60128 | 1 | |
| 117.58541 | 1 |
Area
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 1692 |
|---|---|
| Distinct (%) | 86.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 30374.974 |
| Minimum | 0.66 |
|---|---|
| Maximum | 529038.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 30.4 KiB |
Quantile statistics
| Minimum | 0.66 |
|---|---|
| 5-th percentile | 66 |
| Q1 | 1579.6553 |
| median | 4995 |
| Q3 | 27177.5 |
| 95-th percentile | 173642.61 |
| Maximum | 529038.6 |
| Range | 529037.94 |
| Interquartile range (IQR) | 25597.845 |
Descriptive statistics
| Standard deviation | 73578.445 |
|---|---|
| Coefficient of variation (CV) | 2.4223377 |
| Kurtosis | 25.411729 |
| Mean | 30374.974 |
| Median Absolute Deviation (MAD) | 4810 |
| Skewness | 4.6884948 |
| Sum | 59140075 |
| Variance | 5.4137875 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 13.4 | 11 | 0.6% |
| 10 | 10 | 0.5% |
| 215494 | 10 | 0.5% |
| 13 | 8 | 0.4% |
| 40895 | 8 | 0.4% |
| 1042 | 8 | 0.4% |
| 1.55 | 7 | 0.4% |
| 9 | 7 | 0.4% |
| 38820 | 7 | 0.4% |
| 4121 | 6 | 0.3% |
| Other values (1682) | 1865 |
| Value | Count | Frequency (%) |
| 0.66 | 3 | |
| 1.5 | 2 | 0.1% |
| 1.55 | 7 | |
| 2.4 | 1 | 0.1% |
| 2.9 | 1 | 0.1% |
| 3 | 1 | 0.1% |
| 8 | 4 | |
| 8.11 | 1 | 0.1% |
| 8.9 | 1 | 0.1% |
| 9 | 7 |
| Value | Count | Frequency (%) |
| 529038.6 | 1 | |
| 528451.7556 | 1 | |
| 528280.8 | 1 | |
| 527861.9111 | 1 | |
| 527526.5 | 1 | |
| 527272.0667 | 1 | |
| 526768.8 | 1 | |
| 526013.5 | 1 | |
| 525260.8 | 1 | |
| 524505.5 | 1 |
Population
Real number (ℝ)
HIGH CORRELATION  UNIQUE 
| Distinct | 1947 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 50737959 |
| Minimum | 84534 |
|---|---|
| Maximum | 1.4538015 × 109 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 30.4 KiB |
Quantile statistics
| Minimum | 84534 |
|---|---|
| 5-th percentile | 407482.7 |
| Q1 | 3322607 |
| median | 9259362 |
| Q3 | 28206781 |
| 95-th percentile | 1.4879806 × 108 |
| Maximum | 1.4538015 × 109 |
| Range | 1.453717 × 109 |
| Interquartile range (IQR) | 24884174 |
Descriptive statistics
| Standard deviation | 1.8515789 × 108 |
|---|---|
| Coefficient of variation (CV) | 3.6492971 |
| Kurtosis | 39.947938 |
| Mean | 50737959 |
| Median Absolute Deviation (MAD) | 7296497 |
| Skewness | 6.3011607 |
| Sum | 9.8786806 × 1010 |
| Variance | 3.4283443 × 1016 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3300711 | 1 | 0.1% |
| 20211114 | 1 | 0.1% |
| 25682908 | 1 | 0.1% |
| 25332178 | 1 | 0.1% |
| 24956071 | 1 | 0.1% |
| 24559500 | 1 | 0.1% |
| 22783969 | 1 | 0.1% |
| 22305571 | 1 | 0.1% |
| 21794751 | 1 | 0.1% |
| 21267359 | 1 | 0.1% |
| Other values (1937) | 1937 |
| Value | Count | Frequency (%) |
| 84534 | 1 | |
| 85695 | 1 | |
| 86729 | 1 | |
| 87674 | 1 | |
| 89644 | 1 | |
| 91030 | 1 | |
| 92409 | 1 | |
| 93827 | 1 | |
| 95309 | 1 | |
| 96714 | 1 |
| Value | Count | Frequency (%) |
| 1453801543 | 1 | |
| 1448928199 | 1 | |
| 1442041109 | 1 | |
| 1433546767 | 1 | |
| 1425242661 | 1 | |
| 1416568531 | 1 | |
| 1407320843 | 1 | |
| 1397611702 | 1 | |
| 1387984919 | 1 | |
| 1383112050 | 1 |
Fertilizer Use Per Area
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 1867 |
|---|---|
| Distinct (%) | 95.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 96.12509 |
| Minimum | 0 |
|---|---|
| Maximum | 450.24 |
| Zeros | 1 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 30.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2.606 |
| Q1 | 25.89 |
| median | 80.87 |
| Q3 | 134.49 |
| 95-th percentile | 268.901 |
| Maximum | 450.24 |
| Range | 450.24 |
| Interquartile range (IQR) | 108.6 |
Descriptive statistics
| Standard deviation | 84.718563 |
|---|---|
| Coefficient of variation (CV) | 0.88133664 |
| Kurtosis | 1.3498845 |
| Mean | 96.12509 |
| Median Absolute Deviation (MAD) | 54.44 |
| Skewness | 1.2050949 |
| Sum | 187155.55 |
| Variance | 7177.235 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 70.9 | 6 | 0.3% |
| 99.99 | 4 | 0.2% |
| 0.27 | 4 | 0.2% |
| 0.36 | 3 | 0.2% |
| 118.32 | 3 | 0.2% |
| 0.38 | 3 | 0.2% |
| 187.5 | 3 | 0.2% |
| 36.44 | 2 | 0.1% |
| 116.66 | 2 | 0.1% |
| 100.62 | 2 | 0.1% |
| Other values (1857) | 1915 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 0.01 | 2 | |
| 0.05 | 1 | |
| 0.07 | 2 | |
| 0.1 | 1 | |
| 0.11 | 1 | |
| 0.12 | 1 | |
| 0.12 | 1 | |
| 0.15 | 1 | |
| 0.24 | 1 |
| Value | Count | Frequency (%) |
| 450.24 | 1 | |
| 423.43 | 1 | |
| 421.95 | 1 | |
| 419.96 | 1 | |
| 414.15 | 1 | |
| 411.26 | 1 | |
| 405.13 | 1 | |
| 403.81 | 1 | |
| 403.74 | 1 | |
| 400 | 2 |
Fertilizer Use Per Capita
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 1682 |
|---|---|
| Distinct (%) | 86.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 26.020252 |
| Minimum | 0 |
|---|---|
| Maximum | 211.27 |
| Zeros | 2 |
| Zeros (%) | 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 30.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.573 |
| Q1 | 4.345 |
| median | 16.26 |
| Q3 | 35.88 |
| 95-th percentile | 85.36 |
| Maximum | 211.27 |
| Range | 211.27 |
| Interquartile range (IQR) | 31.535 |
Descriptive statistics
| Standard deviation | 30.912043 |
|---|---|
| Coefficient of variation (CV) | 1.1879994 |
| Kurtosis | 8.4694922 |
| Mean | 26.020252 |
| Median Absolute Deviation (MAD) | 13.6 |
| Skewness | 2.513806 |
| Sum | 50661.43 |
| Variance | 955.55439 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.01 | 6 | 0.3% |
| 2.21 | 5 | 0.3% |
| 0.03 | 4 | 0.2% |
| 1.8 | 4 | 0.2% |
| 0.28 | 4 | 0.2% |
| 0.99 | 4 | 0.2% |
| 0.53 | 4 | 0.2% |
| 0.33 | 4 | 0.2% |
| 0.15 | 4 | 0.2% |
| 1.75 | 4 | 0.2% |
| Other values (1672) | 1904 |
| Value | Count | Frequency (%) |
| 0 | 2 | 0.1% |
| 0.01 | 6 | |
| 0.02 | 1 | 0.1% |
| 0.03 | 4 | |
| 0.04 | 1 | 0.1% |
| 0.06 | 1 | 0.1% |
| 0.06 | 1 | 0.1% |
| 0.08 | 1 | 0.1% |
| 0.09 | 1 | 0.1% |
| 0.11 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 211.27 | 1 | |
| 208.97 | 1 | |
| 201.94 | 1 | |
| 193.55 | 1 | |
| 190.35 | 1 | |
| 189.74 | 1 | |
| 189.33 | 1 | |
| 189.09 | 1 | |
| 188.35 | 1 | |
| 187.09 | 1 |
Credit to Agriculture
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 402 |
|---|---|
| Distinct (%) | 66.3% |
| Missing | 1341 |
| Missing (%) | 68.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.0088955 × 109 |
| Minimum | 22750 |
|---|---|
| Maximum | 1.6745882 × 1011 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 30.4 KiB |
Quantile statistics
| Minimum | 22750 |
|---|---|
| 5-th percentile | 1908322.5 |
| Q1 | 20880190 |
| median | 1.5218554 × 108 |
| Q3 | 2.3454454 × 109 |
| 95-th percentile | 1.3625657 × 1010 |
| Maximum | 1.6745882 × 1011 |
| Range | 1.674588 × 1011 |
| Interquartile range (IQR) | 2.3245652 × 109 |
Descriptive statistics
| Standard deviation | 1.5685228 × 1010 |
|---|---|
| Coefficient of variation (CV) | 3.9126058 |
| Kurtosis | 57.915123 |
| Mean | 4.0088955 × 109 |
| Median Absolute Deviation (MAD) | 1.4895162 × 108 |
| Skewness | 7.2791102 |
| Sum | 2.4293907 × 1012 |
| Variance | 2.4602637 × 1020 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4780220 | 15 | 0.8% |
| 3380230821 | 13 | 0.7% |
| 626275204 | 13 | 0.7% |
| 145252153 | 13 | 0.7% |
| 2322587105 | 12 | 0.6% |
| 299843630 | 12 | 0.6% |
| 2932418 | 10 | 0.5% |
| 3579285995 | 10 | 0.5% |
| 2315782599 | 10 | 0.5% |
| 1565934 | 9 | 0.5% |
| Other values (392) | 489 | 25.1% |
| (Missing) | 1341 |
| Value | Count | Frequency (%) |
| 22750 | 1 | 0.1% |
| 22949 | 1 | 0.1% |
| 110922 | 1 | 0.1% |
| 193377 | 1 | 0.1% |
| 548755 | 1 | 0.1% |
| 676187 | 1 | 0.1% |
| 820313 | 2 | 0.1% |
| 872220 | 6 | |
| 968685 | 2 | 0.1% |
| 1251219 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 1.67458821 × 1011 | 1 | |
| 1.52580569 × 1011 | 1 | |
| 1.299489373 × 1011 | 1 | |
| 1.264921285 × 1011 | 1 | |
| 1.183343021 × 1011 | 1 | |
| 1.153926557 × 1011 | 1 | |
| 9.878236343 × 1010 | 1 | |
| 8.770622482 × 1010 | 1 | |
| 8.535623139 × 1010 | 1 | |
| 6.393300178 × 1010 | 1 |
FDI inflows to Agriculture
Real number (ℝ)
MISSING 
| Distinct | 1006 |
|---|---|
| Distinct (%) | 69.4% |
| Missing | 498 |
| Missing (%) | 25.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 43444558 |
| Minimum | -1.2093895 × 109 |
|---|---|
| Maximum | 4.93221 × 109 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 333 |
| Negative (%) | 17.1% |
| Memory size | 30.4 KiB |
Quantile statistics
| Minimum | -1.2093895 × 109 |
|---|---|
| 5-th percentile | -22478921 |
| Q1 | 12 |
| median | 3693038 |
| Q3 | 22515214 |
| 95-th percentile | 1.9935133 × 108 |
| Maximum | 4.93221 × 109 |
| Range | 6.1415995 × 109 |
| Interquartile range (IQR) | 22515202 |
Descriptive statistics
| Standard deviation | 2.5953516 × 108 |
|---|---|
| Coefficient of variation (CV) | 5.9739394 |
| Kurtosis | 178.2757 |
| Mean | 43444558 |
| Median Absolute Deviation (MAD) | 5596402 |
| Skewness | 11.670494 |
| Sum | 6.2951165 × 1010 |
| Variance | 6.7358499 × 1016 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 12 | 30 | 1.5% |
| -333505 | 26 | 1.3% |
| -660000 | 22 | 1.1% |
| 2000000 | 20 | 1.0% |
| 59095 | 18 | 0.9% |
| -585930 | 17 | 0.9% |
| -108514000 | 13 | 0.7% |
| -108125 | 12 | 0.6% |
| 15330857 | 12 | 0.6% |
| 6870265 | 12 | 0.6% |
| Other values (996) | 1267 | |
| (Missing) | 498 | 25.6% |
| Value | Count | Frequency (%) |
| -1209389531 | 1 | |
| -972491668 | 1 | |
| -661112651 | 1 | |
| -425491573 | 2 | |
| -419391308 | 1 | |
| -400034541 | 1 | |
| -382105017 | 1 | |
| -366852658 | 1 | |
| -334451348 | 1 | |
| -273647000 | 1 |
| Value | Count | Frequency (%) |
| 4932210000 | 1 | |
| 4157780000 | 1 | |
| 3632120000 | 1 | |
| 3141160000 | 1 | |
| 2345480000 | 1 | |
| 2016398000 | 1 | |
| 1967640000 | 1 | |
| 1346195657 | 1 | |
| 1282000000 | 1 | |
| 1235222379 | 1 |
Agriculture share of Government Expenditure
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 537 |
|---|---|
| Distinct (%) | 29.3% |
| Missing | 113 |
| Missing (%) | 5.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.8423773 |
| Minimum | 0.09 |
|---|---|
| Maximum | 24.49 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 30.4 KiB |
Quantile statistics
| Minimum | 0.09 |
|---|---|
| 5-th percentile | 0.33 |
| Q1 | 1.21 |
| median | 2.15 |
| Q3 | 3.57 |
| 95-th percentile | 7.4805 |
| Maximum | 24.49 |
| Range | 24.4 |
| Interquartile range (IQR) | 2.36 |
Descriptive statistics
| Standard deviation | 2.7393325 |
|---|---|
| Coefficient of variation (CV) | 0.96374694 |
| Kurtosis | 13.48451 |
| Mean | 2.8423773 |
| Median Absolute Deviation (MAD) | 1.125 |
| Skewness | 3.0503585 |
| Sum | 5212.92 |
| Variance | 7.5039423 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.69 | 26 | 1.3% |
| 0.84 | 20 | 1.0% |
| 3.41 | 20 | 1.0% |
| 0.93 | 17 | 0.9% |
| 1.63 | 16 | 0.8% |
| 1.3 | 16 | 0.8% |
| 1.89 | 15 | 0.8% |
| 1.68 | 15 | 0.8% |
| 4.69 | 14 | 0.7% |
| 3.23 | 14 | 0.7% |
| Other values (527) | 1661 | |
| (Missing) | 113 | 5.8% |
| Value | Count | Frequency (%) |
| 0.09 | 1 | 0.1% |
| 0.1 | 1 | 0.1% |
| 0.11 | 2 | 0.1% |
| 0.12 | 3 | 0.2% |
| 0.15 | 1 | 0.1% |
| 0.16 | 3 | 0.2% |
| 0.18 | 6 | |
| 0.19 | 12 | |
| 0.2 | 1 | 0.1% |
| 0.21 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 24.49 | 1 | 0.1% |
| 19.85 | 10 | |
| 17.75 | 1 | 0.1% |
| 17.11 | 1 | 0.1% |
| 16.37 | 1 | 0.1% |
| 16.3 | 1 | 0.1% |
| 16.16 | 1 | 0.1% |
| 15.96 | 1 | 0.1% |
| 15.93 | 1 | 0.1% |
| 15.61 | 1 | 0.1% |
Water Use Efficiency
Real number (ℝ)
HIGH CORRELATION  MISSING  ZEROS 
| Distinct | 273 |
|---|---|
| Distinct (%) | 14.4% |
| Missing | 57 |
| Missing (%) | 2.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.89304762 |
| Minimum | 0 |
|---|---|
| Maximum | 13.01 |
| Zeros | 66 |
| Zeros (%) | 3.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 30.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.01 |
| Q1 | 0.09 |
| median | 0.26 |
| Q3 | 0.71 |
| 95-th percentile | 4.17 |
| Maximum | 13.01 |
| Range | 13.01 |
| Interquartile range (IQR) | 0.62 |
Descriptive statistics
| Standard deviation | 1.8556668 |
|---|---|
| Coefficient of variation (CV) | 2.0779035 |
| Kurtosis | 21.438722 |
| Mean | 0.89304762 |
| Median Absolute Deviation (MAD) | 0.21 |
| Skewness | 4.2658827 |
| Sum | 1687.86 |
| Variance | 3.4434993 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.03 | 74 | 3.8% |
| 0.05 | 69 | 3.5% |
| 0.18 | 67 | 3.4% |
| 0 | 66 | 3.4% |
| 0.04 | 57 | 2.9% |
| 0.02 | 50 | 2.6% |
| 0.07 | 39 | 2.0% |
| 0.15 | 38 | 2.0% |
| 0.06 | 37 | 1.9% |
| 0.1 | 35 | 1.8% |
| Other values (263) | 1358 | |
| (Missing) | 57 | 2.9% |
| Value | Count | Frequency (%) |
| 0 | 66 | |
| 0.01 | 32 | |
| 0.02 | 50 | |
| 0.03 | 74 | |
| 0.04 | 57 | |
| 0.05 | 69 | |
| 0.06 | 37 | |
| 0.07 | 39 | |
| 0.08 | 30 | |
| 0.09 | 35 |
| Value | Count | Frequency (%) |
| 13.01 | 19 | |
| 10.22 | 14 | |
| 7.51 | 1 | 0.1% |
| 7.27 | 1 | 0.1% |
| 7.06 | 1 | 0.1% |
| 6.95 | 1 | 0.1% |
| 6.87 | 1 | 0.1% |
| 6.74 | 1 | 0.1% |
| 6.64 | 1 | 0.1% |
| 6.63 | 1 | 0.1% |
Gini coefficient
Real number (ℝ)
HIGH CORRELATION  MISSING 
| Distinct | 1343 |
|---|---|
| Distinct (%) | 77.3% |
| Missing | 210 |
| Missing (%) | 10.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.37079691 |
| Minimum | 0.22879762 |
|---|---|
| Maximum | 0.6331876 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 30.4 KiB |
Quantile statistics
| Minimum | 0.22879762 |
|---|---|
| 5-th percentile | 0.26626759 |
| Q1 | 0.30899726 |
| median | 0.35222571 |
| Q3 | 0.42179673 |
| 95-th percentile | 0.53712081 |
| Maximum | 0.6331876 |
| Range | 0.40438998 |
| Interquartile range (IQR) | 0.11279948 |
Descriptive statistics
| Standard deviation | 0.084111108 |
|---|---|
| Coefficient of variation (CV) | 0.22683875 |
| Kurtosis | 0.43933617 |
| Mean | 0.37079691 |
| Median Absolute Deviation (MAD) | 0.051831986 |
| Skewness | 0.8953943 |
| Sum | 644.07423 |
| Variance | 0.0070746784 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.3303795578 | 18 | 0.9% |
| 0.2801997614 | 16 | 0.8% |
| 0.3008940076 | 13 | 0.7% |
| 0.2683603697 | 12 | 0.6% |
| 0.3877535169 | 12 | 0.6% |
| 0.4594159019 | 12 | 0.6% |
| 0.353803358 | 10 | 0.5% |
| 0.4221257523 | 10 | 0.5% |
| 0.3565342212 | 10 | 0.5% |
| 0.4071830247 | 10 | 0.5% |
| Other values (1333) | 1614 | |
| (Missing) | 210 | 10.8% |
| Value | Count | Frequency (%) |
| 0.2287976171 | 1 | |
| 0.2295589642 | 1 | |
| 0.2302460553 | 1 | |
| 0.2315850224 | 1 | |
| 0.2316944935 | 1 | |
| 0.2331429317 | 1 | |
| 0.2336110806 | 1 | |
| 0.2345913699 | 1 | |
| 0.2353520108 | 1 | |
| 0.2356371389 | 1 |
| Value | Count | Frequency (%) |
| 0.6331875979 | 7 | |
| 0.6324036513 | 6 | |
| 0.6302607273 | 9 | |
| 0.613307461 | 3 | 0.2% |
| 0.6079065038 | 8 | |
| 0.5873960008 | 1 | 0.1% |
| 0.5868289301 | 1 | 0.1% |
| 0.5821961738 | 1 | 0.1% |
| 0.5815903937 | 2 | 0.1% |
| 0.5811751924 | 1 | 0.1% |
Agri_Prod_Per_Capita
Real number (ℝ)
HIGH CORRELATION  UNIQUE 
| Distinct | 1947 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 875.38899 |
| Minimum | 1.0127137 |
|---|---|
| Maximum | 4690.0415 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 30.4 KiB |
Quantile statistics
| Minimum | 1.0127137 |
|---|---|
| 5-th percentile | 139.98234 |
| Q1 | 405.85494 |
| median | 728.68936 |
| Q3 | 1200.1201 |
| 95-th percentile | 2146.9748 |
| Maximum | 4690.0415 |
| Range | 4689.0288 |
| Interquartile range (IQR) | 794.26512 |
Descriptive statistics
| Standard deviation | 635.68583 |
|---|---|
| Coefficient of variation (CV) | 0.72617526 |
| Kurtosis | 2.3406303 |
| Mean | 875.38899 |
| Median Absolute Deviation (MAD) | 358.42771 |
| Skewness | 1.3682678 |
| Sum | 1704382.4 |
| Variance | 404096.47 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 571.3372058 | 1 | 0.1% |
| 295.750546 | 1 | 0.1% |
| 233.5511617 | 1 | 0.1% |
| 239.8697025 | 1 | 0.1% |
| 216.4251336 | 1 | 0.1% |
| 226.4623058 | 1 | 0.1% |
| 220.7295401 | 1 | 0.1% |
| 212.0150612 | 1 | 0.1% |
| 206.5484483 | 1 | 0.1% |
| 207.7004014 | 1 | 0.1% |
| Other values (1937) | 1937 |
| Value | Count | Frequency (%) |
| 1.012713662 | 1 | |
| 1.214564002 | 1 | |
| 8.984165916 | 1 | |
| 12.1046208 | 1 | |
| 13.97824933 | 1 | |
| 14.88768916 | 1 | |
| 16.49928667 | 1 | |
| 17.56364592 | 1 | |
| 20.93958286 | 1 | |
| 21.70491145 | 1 |
| Value | Count | Frequency (%) |
| 4690.041525 | 1 | |
| 3650.151094 | 1 | |
| 3593.730364 | 1 | |
| 3587.088299 | 1 | |
| 3549.855931 | 1 | |
| 3435.208578 | 1 | |
| 3413.282865 | 1 | |
| 3380.458142 | 1 | |
| 3325.858827 | 1 | |
| 3239.049977 | 1 |
| Year | Total Agri Production | GDP(1000 USD) | GDP per capita | No of frost days | Precipitation | Avg temperature | Gross enrolment ratio, primary to tertiary, both sexes (%) | Area | Population | Fertilizer Use Per Area | Fertilizer Use Per Capita | Credit to Agriculture | FDI inflows to Agriculture | Agriculture share of Government Expenditure | Water Use Efficiency | Gini coefficient | Agri_Prod_Per_Capita | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Year | 1.000 | 0.163 | 0.235 | 0.266 | -0.057 | 0.046 | 0.086 | 0.333 | -0.060 | 0.048 | 0.117 | 0.008 | 0.097 | 0.156 | -0.160 | 0.066 | -0.018 | 0.307 |
| Total Agri Production | 0.163 | 1.000 | 0.795 | 0.074 | 0.122 | 0.034 | -0.091 | 0.174 | 0.720 | 0.899 | 0.179 | 0.331 | 0.763 | 0.359 | -0.195 | -0.015 | 0.029 | 0.460 |
| GDP(1000 USD) | 0.235 | 0.795 | 1.000 | 0.582 | 0.281 | -0.023 | -0.266 | 0.529 | 0.429 | 0.630 | 0.523 | 0.545 | 0.813 | 0.225 | -0.464 | 0.271 | -0.179 | 0.522 |
| GDP per capita | 0.266 | 0.074 | 0.582 | 1.000 | 0.315 | -0.056 | -0.390 | 0.804 | -0.303 | -0.215 | 0.656 | 0.574 | 0.311 | -0.089 | -0.600 | 0.543 | -0.417 | 0.606 |
| No of frost days | -0.057 | 0.122 | 0.281 | 0.315 | 1.000 | -0.201 | -0.929 | 0.452 | 0.047 | -0.029 | 0.174 | 0.437 | 0.375 | -0.058 | -0.186 | 0.078 | -0.561 | 0.314 |
| Precipitation | 0.046 | 0.034 | -0.023 | -0.056 | -0.201 | 1.000 | 0.114 | -0.022 | -0.126 | 0.023 | 0.149 | 0.071 | 0.166 | 0.043 | 0.049 | 0.135 | 0.277 | 0.023 |
| Avg temperature | 0.086 | -0.091 | -0.266 | -0.390 | -0.929 | 0.114 | 1.000 | -0.524 | 0.045 | 0.098 | -0.252 | -0.499 | -0.416 | 0.113 | 0.253 | -0.110 | 0.588 | -0.401 |
| Gross enrolment ratio, primary to tertiary, both sexes (%) | 0.333 | 0.174 | 0.529 | 0.804 | 0.452 | -0.022 | -0.524 | 1.000 | -0.156 | -0.105 | 0.514 | 0.604 | 0.423 | 0.002 | -0.562 | 0.306 | -0.406 | 0.622 |
| Area | -0.060 | 0.720 | 0.429 | -0.303 | 0.047 | -0.126 | 0.045 | -0.156 | 1.000 | 0.813 | -0.240 | 0.065 | 0.523 | 0.379 | 0.100 | -0.361 | 0.248 | 0.011 |
| Population | 0.048 | 0.899 | 0.630 | -0.215 | -0.029 | 0.023 | 0.098 | -0.105 | 0.813 | 1.000 | -0.043 | 0.069 | 0.613 | 0.355 | 0.004 | -0.164 | 0.194 | 0.073 |
| Fertilizer Use Per Area | 0.117 | 0.179 | 0.523 | 0.656 | 0.174 | 0.149 | -0.252 | 0.514 | -0.240 | -0.043 | 1.000 | 0.712 | 0.494 | -0.080 | -0.403 | 0.494 | -0.268 | 0.462 |
| Fertilizer Use Per Capita | 0.008 | 0.331 | 0.545 | 0.574 | 0.437 | 0.071 | -0.499 | 0.604 | 0.065 | 0.069 | 0.712 | 1.000 | 0.668 | 0.013 | -0.352 | 0.182 | -0.359 | 0.637 |
| Credit to Agriculture | 0.097 | 0.763 | 0.813 | 0.311 | 0.375 | 0.166 | -0.416 | 0.423 | 0.523 | 0.613 | 0.494 | 0.668 | 1.000 | 0.231 | -0.233 | 0.125 | -0.271 | 0.455 |
| FDI inflows to Agriculture | 0.156 | 0.359 | 0.225 | -0.089 | -0.058 | 0.043 | 0.113 | 0.002 | 0.379 | 0.355 | -0.080 | 0.013 | 0.231 | 1.000 | -0.004 | -0.216 | 0.200 | 0.081 |
| Agriculture share of Government Expenditure | -0.160 | -0.195 | -0.464 | -0.600 | -0.186 | 0.049 | 0.253 | -0.562 | 0.100 | 0.004 | -0.403 | -0.352 | -0.233 | -0.004 | 1.000 | -0.389 | 0.220 | -0.427 |
| Water Use Efficiency | 0.066 | -0.015 | 0.271 | 0.543 | 0.078 | 0.135 | -0.110 | 0.306 | -0.361 | -0.164 | 0.494 | 0.182 | 0.125 | -0.216 | -0.389 | 1.000 | -0.319 | 0.250 |
| Gini coefficient | -0.018 | 0.029 | -0.179 | -0.417 | -0.561 | 0.277 | 0.588 | -0.406 | 0.248 | 0.194 | -0.268 | -0.359 | -0.271 | 0.200 | 0.220 | -0.319 | 1.000 | -0.314 |
| Agri_Prod_Per_Capita | 0.307 | 0.460 | 0.522 | 0.606 | 0.314 | 0.023 | -0.401 | 0.622 | 0.011 | 0.073 | 0.462 | 0.637 | 0.455 | 0.081 | -0.427 | 0.250 | -0.314 | 1.000 |
| Country | Year | Total Agri Production | GDP(1000 USD) | GDP per capita | Country_Code | No of frost days | Precipitation | Avg temperature | Gross enrolment ratio, primary to tertiary, both sexes (%) | Area | Population | Fertilizer Use Per Area | Fertilizer Use Per Capita | Credit to Agriculture | FDI inflows to Agriculture | Agriculture share of Government Expenditure | Water Use Efficiency | Gini coefficient | Agri_Prod_Per_Capita | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Albania | 1993.0 | 1885819.0 | 1700439.125 | 515.173587 | ALB | 6.29 | 90.18 | 12.14 | 61.81223 | 1126.0 | 3300711.0 | 25.49 | 5.42 | NaN | 642888.0 | 2.93 | 0.26 | 0.270103 | 571.337206 |
| 1 | Albania | 1994.0 | 1824978.0 | 1880950.821 | 571.023495 | ALB | 3.95 | 76.69 | 13.21 | 62.06585 | 1126.0 | 3293999.0 | 21.04 | 4.48 | NaN | 642888.0 | 2.93 | 0.26 | 0.270103 | 554.031134 |
| 2 | Albania | 1995.0 | 1464974.0 | 2392764.887 | 728.532187 | ALB | 5.08 | 116.03 | 11.81 | 62.87973 | 1127.0 | 3284364.0 | 15.67 | 3.34 | NaN | 642888.0 | 2.93 | 0.26 | 0.270103 | 446.044957 |
| 3 | Albania | 1996.0 | 1602148.0 | 3199642.024 | 978.085686 | ALB | 4.80 | 123.96 | 11.91 | 63.40557 | 1131.0 | 3271331.0 | 9.25 | 1.99 | NaN | 642888.0 | 2.93 | 0.26 | 0.270103 | 489.754170 |
| 4 | Albania | 1997.0 | 1431983.0 | 2224654.241 | 683.726604 | ALB | 5.38 | 81.00 | 12.12 | 65.17871 | 1135.0 | 3253719.0 | 7.43 | 1.60 | NaN | 642888.0 | 2.93 | 0.26 | 0.277984 | 440.106537 |
| 5 | Albania | 1998.0 | 1527417.0 | 2554868.837 | 790.448796 | ALB | 5.48 | 103.47 | 12.41 | 66.26195 | 1139.0 | 3232175.0 | 35.76 | 7.73 | NaN | 642888.0 | 2.93 | 0.26 | 0.285866 | 472.566306 |
| 6 | Albania | 1999.0 | 1507759.0 | 3221670.165 | 1004.179887 | ALB | 4.88 | 107.27 | 12.79 | 66.39499 | 1145.0 | 3208260.0 | 15.16 | 3.30 | NaN | 642888.0 | 2.93 | 0.26 | 0.293747 | 469.961599 |
| 7 | Albania | 2000.0 | 1548958.0 | 3487586.302 | 1096.028688 | ALB | 5.58 | 81.56 | 12.56 | 65.96461 | 1144.0 | 3182021.0 | 26.75 | 5.87 | NaN | 642888.0 | 2.93 | 0.26 | 0.301628 | 486.784342 |
| 8 | Albania | 2001.0 | 1574063.0 | 3926887.597 | 1245.203150 | ALB | 4.85 | 96.19 | 12.54 | 66.36585 | 1139.0 | 3153612.0 | 26.76 | 5.93 | NaN | 642888.0 | 2.93 | 0.26 | 0.309509 | 499.130204 |
| 9 | Albania | 2002.0 | 1658484.0 | 4355865.889 | 1394.523697 | ALB | 3.91 | 104.91 | 12.60 | 65.96581 | 1140.0 | 3123551.0 | 80.69 | 18.06 | NaN | 642888.0 | 3.72 | 0.37 | 0.317390 | 530.961076 |
| Country | Year | Total Agri Production | GDP(1000 USD) | GDP per capita | Country_Code | No of frost days | Precipitation | Avg temperature | Gross enrolment ratio, primary to tertiary, both sexes (%) | Area | Population | Fertilizer Use Per Area | Fertilizer Use Per Capita | Credit to Agriculture | FDI inflows to Agriculture | Agriculture share of Government Expenditure | Water Use Efficiency | Gini coefficient | Agri_Prod_Per_Capita | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1937 | Uruguay | 2007.0 | 5375504.0 | 23410566.86 | 7033.049382 | URY | 0.41 | 113.50 | 17.13 | 88.49207 | 14550.0 | 3328651.0 | 122.82 | 61.86 | 20068104.0 | 335020000.0 | 1.15 | 0.17 | 0.464051 | 1614.919678 |
| 1938 | Uruguay | 2008.0 | 7357183.0 | 30366193.33 | 9102.232149 | URY | 0.07 | 68.79 | 17.79 | 86.58782 | 14674.0 | 3336126.0 | 92.30 | 57.14 | 22974252.0 | 600982000.0 | 1.20 | 0.18 | 0.450818 | 2205.307294 |
| 1939 | Uruguay | 2010.0 | 8286098.0 | 40284556.65 | 12015.732222 | URY | 0.30 | 103.46 | 17.37 | 90.51878 | 14433.0 | 3352651.0 | 128.80 | 88.40 | 32190854.0 | 314364000.0 | 1.01 | 0.16 | 0.444750 | 2471.506280 |
| 1940 | Uruguay | 2013.0 | 10951811.0 | 59963430.30 | 17734.468529 | URY | 0.17 | 90.47 | 17.25 | 95.11336 | 14346.7 | 3381180.0 | 223.25 | 172.16 | 58885727.0 | 342442549.0 | 0.94 | 0.23 | 0.404509 | 3239.049977 |
| 1941 | Uruguay | 2014.0 | 11280189.0 | 60484771.78 | 17833.372482 | URY | 0.08 | 133.99 | 17.81 | 95.68494 | 14475.1 | 3391662.0 | 163.43 | 132.52 | 63197725.0 | 43211760.0 | 0.99 | 0.22 | 0.401111 | 3325.858827 |
| 1942 | Uruguay | 2015.0 | 8833548.0 | 57080759.09 | 16774.555410 | URY | 0.20 | 103.82 | 17.88 | 95.61326 | 14467.6 | 3402818.0 | 102.52 | 82.61 | 48841471.0 | 42023232.0 | 0.91 | 0.21 | 0.401288 | 2595.950768 |
| 1943 | Uruguay | 2016.0 | 8067775.0 | 57236652.49 | 16766.425259 | URY | 0.05 | 111.88 | 17.25 | 97.38798 | 14265.3 | 3413766.0 | 135.50 | 99.90 | 45199938.0 | 182055671.0 | 0.94 | 0.21 | 0.396955 | 2363.306389 |
| 1944 | Uruguay | 2017.0 | 8943169.0 | 64233966.86 | 18769.787523 | URY | 0.08 | 113.84 | 18.42 | 98.66813 | 14222.9 | 3422200.0 | 138.98 | 100.32 | 45811604.0 | -88928363.0 | 0.88 | 0.17 | 0.394645 | 2613.280638 |
| 1945 | Zimbabwe | 2012.0 | 1824286.0 | 17114849.88 | 1290.193956 | ZWE | 0.01 | 50.65 | 21.80 | 66.51386 | 16200.0 | 13265331.0 | 17.81 | 5.50 | NaN | NaN | 5.67 | 0.04 | NaN | 137.522841 |
| 1946 | Zimbabwe | 2013.0 | 1197274.0 | 19091019.99 | 1408.367810 | ZWE | 0.00 | 66.42 | 21.59 | 66.24621 | 16200.0 | 13555422.0 | 25.00 | 7.56 | NaN | NaN | 5.67 | 0.04 | NaN | 88.324362 |